// Copyright (c) 2020 PaddlePaddle Authors. All Rights Reserved. // // Licensed under the Apache License, Version 2.0 (the "License"); // you may not use this file except in compliance with the License. // You may obtain a copy of the License at // // http://www.apache.org/licenses/LICENSE-2.0 // // Unless required by applicable law or agreed to in writing, software // distributed under the License is distributed on an "AS IS" BASIS, // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. // See the License for the specific language governing permissions and // limitations under the License. #include "lite/operators/elementwise_grad_ops.h" #include #include #include "lite/core/op_registry.h" namespace paddle { namespace lite { namespace operators { bool ElementwiseGradOp::CheckShape() const { CHECK_OR_FALSE(param_.XGrad || param_.YGrad); CHECK_OR_FALSE(param_.OutGrad); return true; } bool ElementwiseGradOp::InferShape() const { auto x_dim = param_.X->dims(); auto y_dim = param_.Y->dims(); if (param_.XGrad) { param_.XGrad->Resize(x_dim); } if (param_.YGrad) { param_.YGrad->Resize(y_dim); } return true; } bool ElementwiseGradOp::AttachImpl(const cpp::OpDesc& opdesc, lite::Scope* scope) { auto Y_name = opdesc.Input("Y").front(); auto X_name = opdesc.Input("X").front(); auto Out_name = opdesc.Input("Out@GRAD").front(); CHECK(!opdesc.Output("X@GRAD").empty() || !opdesc.Output("Y@GRAD").empty()) << "at least one of 'X@GRAD' and 'Y@GRAD' is not empty"; if (!opdesc.Output("X@GRAD").empty()) { auto x_grad_name = opdesc.Output("X@GRAD").front(); param_.XGrad = GetMutableVar(scope, x_grad_name); } if (!opdesc.Output("Y@GRAD").empty()) { auto y_grad_name = opdesc.Output("Y@GRAD").front(); param_.YGrad = GetMutableVar(scope, y_grad_name); } param_.X = GetVar(scope, X_name); param_.Y = GetVar(scope, Y_name); param_.OutGrad = GetVar(scope, Out_name); param_.axis = opdesc.GetAttr("axis"); return true; } } // namespace operators } // namespace lite } // namespace paddle REGISTER_LITE_OP(elementwise_sub_grad, paddle::lite::operators::ElementwiseGradOp); REGISTER_LITE_OP(elementwise_add_grad, paddle::lite::operators::ElementwiseGradOp); REGISTER_LITE_OP(elementwise_grad_mul, paddle::lite::operators::ElementwiseGradOp); REGISTER_LITE_OP(elementwise_grad_max, paddle::lite::operators::ElementwiseGradOp);